All publications
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2001
| Offline Cursive Word Recognition using Continuous Density Hidden Markov Models trained with PCA or ICA Features, and , Idiap-RR-46-2001 |
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| Microphone Array Post-filter for Diffuse Noise Field, and , Idiap-RR-39-2001 |
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| PhD Thesis: Speech Analysis with Production Constraints, , Idiap-RR-35-2001 |
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| Robust Face Analysis using Convolutional Neural Networks, , Idiap-RR-48-2001 |
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| A Comparative Study of Adaptation Methods for Speaker Verification, and , Idiap-RR-34-2001 |
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| Increasing Speech Recognition Noise Robustness with HMM2, , and , Idiap-RR-36-2001 |
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| Confidence Evaluation for Risk Prediction, , and , Idiap-RR-22-2001 |
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| Facial Expression Analysis using Shape and Motion Information Extracted by Convolutional Neural Networks, , Idiap-RR-49-2001 |
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| EEG pattern recognition through multi-stream evidence combination, , and , Idiap-RR-31-2001 |
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| Error Correcting Posterior Combination for Robust Multi-Band Speech Recognition, and , Idiap-RR-10-2001 |
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| New Approaches Towards Robust and Adaptive Speech Recognition, , and , Idiap-RR-01-2001 |
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| Modeling Auxiliary Information in Bayesian Network Based ASR, , and , Idiap-RR-11-2001 |
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| Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition, and , Idiap-RR-15-2001 |
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| Hidden Markov Models and other Finite State Automata for Sequence Processing, and , Idiap-RR-37-2001 |
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| Confidence Measures for Multimodal Identity Verification, , , and , Idiap-RR-38-2001 |
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| Neural Networks in Automatic Speech Recognition, , , and , Idiap-RR-09-2001 |
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| Combining Neural Gas and Learning Vector Quantization for Cursive Character Recognition, and , Idiap-RR-18-2001 |
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| Mixed Bayesian Networks with Auxiliary Variables for Automatic Speech Recognition, , and , Idiap-RR-45-2001 |
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| Data utility modelling for mismatch reduction, , Idiap-RR-30-2001 |
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| Robust HMM-Based Speech/Music Segmentation, , and , Idiap-RR-33-2001 |
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| Cursive Character Recognition by Learning Vector Quantization, and , in: Pattern Recognition Letters, 22(6), 2001 |
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| A new normalization technique for cursive handwritten words, and , in: Pattern Recognition Letters, 22(09), 2001 |
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| Video OCR for Sport Video Annotation and Retrieval, , and , in: Proceedings of the 8th IEEE International Conference on Mechatronics and Machine Vision in Practice, 2001 |
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| Using posterior probabilities for speech/music discrimination, , Idiap-RR-08-2001 |
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| User Customized HMM/ANN Based Speaker Verification, and , Idiap-RR-32-2001 |
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| Text Identification in Complex Background using SVM, , and , in: Proceedings of the Int. Conf. on computer vision and pattern recognition, 2001 |
| Text Enhancement with Asymmetric Filter for Video OCR, , and , in: Proceedings of the 11th International Conference on Image Analysis and Processing, 2001 |
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| SVMTorch: Support Vector Machines for Large-Scale Regression Problems, and , in: Journal of Machine Learning Research, 1, 2001 |
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| Support Vector Machines for Classification and Mapping of Reservoir Data, , , , , and , Idiap-RR-04-2001 |
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| Speech Recognition Using Advanced HMM2 Features, , and , in: Automatic Speech Recognition and Understanding Workshop, 2001 |
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| Speech Recognition Engine for Interactive Voice Response application on Windows, , Idiap-Com-10-2001 |
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| Speaker Verification Based On User-Customized Password, , and , Idiap-RR-13-2001 |
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| Signal modeling with Non Uniform Topology lattice filters, and , in: Proc. ICASSP 2001, 2001 |
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| Robust speech recognition based on multi-stream processing, , École Polytechnique Fédérale de Lausanne, 2001 |
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| Rebuilding Speech Recognition on Windows, , Idiap-Com-09-2001 |
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| Pronunciation models and their evaluation using confidence measures, and , Idiap-RR-29-2001 |
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| PhD Thesis: Speech Analysis with Production Constraints, , École Polytechnique Fédérale de Lausanne, 2001 |
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| New Approaches Towards Robust and Adaptive Speech Recognition, , and , in: Advances in Neural Information Processing Systems 13, MIT Press, 2001 |
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| Multi-stream adaptive evidence combination for noise robust ASR, , , and , in: Speech Communication, 2001 |
| Modeling Auxiliary Information in Bayesian Network Based ASR, , and , in: 7th European Conference on Speech Communication and Technology (Eurospeech~2001), 2001 |
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| MAP Combination of Multi-Stream HMM or HMM/ANN Experts, , and , in: Proc. Eurospeech, 2001 |
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| Learning the Decision Function for Speaker Verification, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2001 |
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| Intrinsic dimension estimation of data: an approach based on Grassberger-Procaccia's algorithm, and , in: Neural Processing Letters, 14(01), 2001 |
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| IDIAP HMM/HMM2 System: Theoretical Basis and Software Specifications, , , and , Idiap-RR-27-2001 |
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| HMM2- Extraction of Formant Features and their Use for Robust ASR, , and , in: European Conference on Speech Communication and Technology (Eurospeech 2001), 2001 |
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| From missing data to maybe useful data: soft data modelling for noise robust ASR, , and , in: Proc. WISP, 2001 |
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| Evaluation of SVM Binary Classification with Nonparametric Stochastic Simulations, , Idiap-RR-07-2001 |
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| Evaluation of Biometric Technology on XM2VTS, , and , Idiap-RR-21-2001 |
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| Error Correcting Posterior Combination for Robust Multi-Band Speech Recognition, and , in: EUROSPEECH, 2001 |
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| EPFL lab session 2/2: Introduction to Hidden Markov Models, , Idiap-Com-07-2001 |
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